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import logging
from unittest.mock import AsyncMock, MagicMock
import pytest
from mcp import McpError
from fastmcp.server.middleware.error_handling import (
ErrorHandlingMiddleware,
RetryMiddleware,
)
from fastmcp.server.middleware.middleware import MiddlewareContext
@pytest.fixture
def mock_context():
"""Create a mock middleware context."""
context = MagicMock(spec=MiddlewareContext)
context.method = "test_method"
return context
@pytest.fixture
def mock_call_next():
"""Create a mock call_next function."""
return AsyncMock(return_value="test_result")
class TestErrorHandlingMiddleware:
"""Test error handling middleware functionality."""
def test_init_default(self):
"""Test default initialization."""
middleware = ErrorHandlingMiddleware()
assert middleware.logger.name == "fastmcp.errors"
assert middleware.include_traceback is False
assert middleware.error_callback is None
assert middleware.transform_errors is True
assert middleware.error_counts == {}
def test_init_custom(self):
"""Test custom initialization."""
logger = logging.getLogger("custom")
callback = MagicMock()
middleware = ErrorHandlingMiddleware(
logger=logger,
include_traceback=True,
error_callback=callback,
transform_errors=False,
)
assert middleware.logger is logger
assert middleware.include_traceback is True
assert middleware.error_callback is callback
assert middleware.transform_errors is False
def test_log_error_basic(self, mock_context, caplog):
"""Test basic error logging."""
middleware = ErrorHandlingMiddleware()
error = ValueError("test error")
with caplog.at_level(logging.ERROR):
middleware._log_error(error, mock_context)
assert "Error in test_method: ValueError: test error" in caplog.text
assert "ValueError:test_method" in middleware.error_counts
assert middleware.error_counts["ValueError:test_method"] == 1
def test_log_error_with_traceback(self, mock_context, caplog):
"""Test error logging with traceback."""
middleware = ErrorHandlingMiddleware(include_traceback=True)
error = ValueError("test error")
with caplog.at_level(logging.ERROR):
middleware._log_error(error, mock_context)
assert "Error in test_method: ValueError: test error" in caplog.text
# The traceback is added to the log message
assert "Error in test_method: ValueError: test error" in caplog.text
def test_log_error_with_callback(self, mock_context):
"""Test error logging with callback."""
callback = MagicMock()
middleware = ErrorHandlingMiddleware(error_callback=callback)
error = ValueError("test error")
middleware._log_error(error, mock_context)
callback.assert_called_once_with(error, mock_context)
def test_log_error_callback_exception(self, mock_context, caplog):
"""Test error logging when callback raises exception."""
callback = MagicMock(side_effect=RuntimeError("callback error"))
middleware = ErrorHandlingMiddleware(error_callback=callback)
error = ValueError("test error")
with caplog.at_level(logging.ERROR):
middleware._log_error(error, mock_context)
assert "Error in error callback: callback error" in caplog.text
def test_transform_error_mcp_error(self):
"""Test that MCP errors are not transformed."""
middleware = ErrorHandlingMiddleware()
from mcp.types import ErrorData
error = McpError(ErrorData(code=-32001, message="test error"))
result = middleware._transform_error(error)
assert result is error
def test_transform_error_disabled(self):
"""Test error transformation when disabled."""
middleware = ErrorHandlingMiddleware(transform_errors=False)
error = ValueError("test error")
result = middleware._transform_error(error)
assert result is error
def test_transform_error_value_error(self):
"""Test transforming ValueError."""
middleware = ErrorHandlingMiddleware()
error = ValueError("test error")
result = middleware._transform_error(error)
assert isinstance(result, McpError)
assert result.error.code == -32602
assert "Invalid params: test error" in result.error.message
def test_transform_error_file_not_found(self):
"""Test transforming FileNotFoundError."""
middleware = ErrorHandlingMiddleware()
error = FileNotFoundError("test error")
result = middleware._transform_error(error)
assert isinstance(result, McpError)
assert result.error.code == -32001
assert "Resource not found: test error" in result.error.message
def test_transform_error_permission_error(self):
"""Test transforming PermissionError."""
middleware = ErrorHandlingMiddleware()
error = PermissionError("test error")
result = middleware._transform_error(error)
assert isinstance(result, McpError)
assert result.error.code == -32000
assert "Permission denied: test error" in result.error.message
def test_transform_error_timeout_error(self):
"""Test transforming TimeoutError."""
middleware = ErrorHandlingMiddleware()
error = TimeoutError("test error")
result = middleware._transform_error(error)
assert isinstance(result, McpError)
assert result.error.code == -32000
assert "Request timeout: test error" in result.error.message
def test_transform_error_generic(self):
"""Test transforming generic error."""
middleware = ErrorHandlingMiddleware()
error = RuntimeError("test error")
result = middleware._transform_error(error)
assert isinstance(result, McpError)
assert result.error.code == -32603
assert "Internal error: test error" in result.error.message
async def test_on_message_success(self, mock_context, mock_call_next):
"""Test successful message handling."""
middleware = ErrorHandlingMiddleware()
result = await middleware.on_message(mock_context, mock_call_next)
assert result == "test_result"
assert mock_call_next.called
async def test_on_message_error_transform(self, mock_context, caplog):
"""Test error handling with transformation."""
middleware = ErrorHandlingMiddleware()
mock_call_next = AsyncMock(side_effect=ValueError("test error"))
with caplog.at_level(logging.ERROR):
with pytest.raises(McpError) as exc_info:
await middleware.on_message(mock_context, mock_call_next)
assert exc_info.value.error.code == -32602
assert "Invalid params: test error" in exc_info.value.error.message
assert "Error in test_method: ValueError: test error" in caplog.text
def test_get_error_stats(self, mock_context):
"""Test getting error statistics."""
middleware = ErrorHandlingMiddleware()
error1 = ValueError("error1")
error2 = ValueError("error2")
error3 = RuntimeError("error3")
middleware._log_error(error1, mock_context)
middleware._log_error(error2, mock_context)
middleware._log_error(error3, mock_context)
stats = middleware.get_error_stats()
assert stats["ValueError:test_method"] == 2
assert stats["RuntimeError:test_method"] == 1
class TestRetryMiddleware:
"""Test retry middleware functionality."""
def test_init_default(self):
"""Test default initialization."""
middleware = RetryMiddleware()
assert middleware.max_retries == 3
assert middleware.base_delay == 1.0
assert middleware.max_delay == 60.0
assert middleware.backoff_multiplier == 2.0
assert middleware.retry_exceptions == (ConnectionError, TimeoutError)
assert middleware.logger.name == "fastmcp.retry"
def test_init_custom(self):
"""Test custom initialization."""
logger = logging.getLogger("custom")
middleware = RetryMiddleware(
max_retries=5,
base_delay=2.0,
max_delay=120.0,
backoff_multiplier=3.0,
retry_exceptions=(ValueError, RuntimeError),
logger=logger,
)
assert middleware.max_retries == 5
assert middleware.base_delay == 2.0
assert middleware.max_delay == 120.0
assert middleware.backoff_multiplier == 3.0
assert middleware.retry_exceptions == (ValueError, RuntimeError)
assert middleware.logger is logger
def test_should_retry_true(self):
"""Test retry decision for retryable errors."""
middleware = RetryMiddleware()
assert middleware._should_retry(ConnectionError()) is True
assert middleware._should_retry(TimeoutError()) is True
def test_should_retry_false(self):
"""Test retry decision for non-retryable errors."""
middleware = RetryMiddleware()
assert middleware._should_retry(ValueError()) is False
assert middleware._should_retry(RuntimeError()) is False
def test_calculate_delay(self):
"""Test delay calculation."""
middleware = RetryMiddleware(
base_delay=1.0, backoff_multiplier=2.0, max_delay=10.0
)
assert middleware._calculate_delay(0) == 1.0
assert middleware._calculate_delay(1) == 2.0
assert middleware._calculate_delay(2) == 4.0
assert middleware._calculate_delay(3) == 8.0
assert middleware._calculate_delay(4) == 10.0 # capped at max_delay
async def test_on_request_success_first_try(self, mock_context, mock_call_next):
"""Test successful request on first try."""
middleware = RetryMiddleware()
result = await middleware.on_request(mock_context, mock_call_next)
assert result == "test_result"
assert mock_call_next.call_count == 1
async def test_on_request_success_after_retries(self, mock_context, caplog):
"""Test successful request after retries."""
middleware = RetryMiddleware(base_delay=0.01) # Fast retry for testing
# Fail first two attempts, succeed on third
mock_call_next = AsyncMock(
side_effect=[
ConnectionError("connection failed"),
ConnectionError("connection failed"),
"test_result",
]
)
with caplog.at_level(logging.WARNING):
result = await middleware.on_request(mock_context, mock_call_next)
assert result == "test_result"
assert mock_call_next.call_count == 3
assert "Retrying in" in caplog.text
async def test_on_request_max_retries_exceeded(self, mock_context, caplog):
"""Test request failing after max retries."""
middleware = RetryMiddleware(max_retries=2, base_delay=0.01)
# Fail all attempts
mock_call_next = AsyncMock(side_effect=ConnectionError("connection failed"))
with caplog.at_level(logging.WARNING):
with pytest.raises(ConnectionError):
await middleware.on_request(mock_context, mock_call_next)
assert mock_call_next.call_count == 3 # initial + 2 retries
assert "Retrying in" in caplog.text
async def test_on_request_non_retryable_error(self, mock_context):
"""Test non-retryable error is not retried."""
middleware = RetryMiddleware()
mock_call_next = AsyncMock(side_effect=ValueError("non-retryable"))
with pytest.raises(ValueError):
await middleware.on_request(mock_context, mock_call_next)
assert mock_call_next.call_count == 1 # No retries
@pytest.fixture
def error_handling_server():
"""Create a FastMCP server specifically for error handling middleware tests."""
from fastmcp import FastMCP
mcp = FastMCP("ErrorHandlingTestServer")
@mcp.tool
def reliable_operation(data: str) -> str:
"""A reliable operation that always succeeds."""
return f"Success: {data}"
@mcp.tool
def failing_operation(error_type: str = "value") -> str:
"""An operation that fails with different error types."""
if error_type == "value":
raise ValueError("Value error occurred")
elif error_type == "file":
raise FileNotFoundError("File not found")
elif error_type == "permission":
raise PermissionError("Permission denied")
elif error_type == "timeout":
raise TimeoutError("Operation timed out")
elif error_type == "generic":
raise RuntimeError("Generic runtime error")
else:
return "Operation completed"
@mcp.tool
def intermittent_operation(fail_rate: float = 0.5) -> str:
"""An operation that fails intermittently."""
import random
if random.random() < fail_rate:
raise ConnectionError("Random connection failure")
return "Operation succeeded"
@mcp.tool
def retryable_operation(attempt_count: int = 0) -> str:
"""An operation that succeeds after a few attempts."""
# This is a simple way to simulate retry behavior
# In a real scenario, you might use external state
if attempt_count < 2:
raise ConnectionError("Temporary connection error")
return "Operation succeeded after retries"
return mcp
class TestErrorHandlingMiddlewareIntegration:
"""Integration tests for error handling middleware with real FastMCP server."""
async def test_error_handling_middleware_logs_real_errors(
self, error_handling_server, caplog
):
"""Test that error handling middleware logs real errors from tools."""
from fastmcp.client import Client
error_handling_server.add_middleware(ErrorHandlingMiddleware())
with caplog.at_level(logging.ERROR):
async with Client(error_handling_server) as client:
# Test different types of errors
with pytest.raises(Exception):
await client.call_tool("failing_operation", {"error_type": "value"})
with pytest.raises(Exception):
await client.call_tool("failing_operation", {"error_type": "file"})
log_text = caplog.text
# Should have error logs for both failures
assert "Error in tools/call: ToolError:" in log_text
# Should have captured both error instances
error_count = log_text.count("Error in tools/call:")
assert error_count == 2
async def test_error_handling_middleware_tracks_error_statistics(
self, error_handling_server
):
"""Test that error handling middleware accurately tracks error statistics."""
from fastmcp.client import Client
error_middleware = ErrorHandlingMiddleware()
error_handling_server.add_middleware(error_middleware)
async with Client(error_handling_server) as client:
# Generate different types of errors
for _ in range(3):
with pytest.raises(Exception):
await client.call_tool("failing_operation", {"error_type": "value"})
for _ in range(2):
with pytest.raises(Exception):
await client.call_tool("failing_operation", {"error_type": "file"})
# Try some intermittent operations (some may succeed)
for _ in range(5):
try:
await client.call_tool("intermittent_operation", {"fail_rate": 0.8})
except Exception:
pass # Expected failures
# Check error statistics
stats = error_middleware.get_error_stats()
# Should have tracked the ToolError wrapper
assert "ToolError:tools/call" in stats
assert stats["ToolError:tools/call"] >= 5 # At least the 5 deliberate failures
async def test_error_handling_middleware_with_success_and_failure(
self, error_handling_server, caplog
):
"""Test error handling middleware with mix of successful and failed operations."""
from fastmcp.client import Client
error_handling_server.add_middleware(ErrorHandlingMiddleware())
with caplog.at_level(logging.ERROR):
async with Client(error_handling_server) as client:
# Successful operation (should not generate error logs)
await client.call_tool("reliable_operation", {"data": "test"})
# Failed operation (should generate error log)
with pytest.raises(Exception):
await client.call_tool("failing_operation", {"error_type": "value"})
# Another successful operation
await client.call_tool("reliable_operation", {"data": "test2"})
log_text = caplog.text
# Should only have one error log (for the failed operation)
error_count = log_text.count("Error in tools/call:")
assert error_count == 1
async def test_error_handling_middleware_custom_callback(
self, error_handling_server
):
"""Test error handling middleware with custom error callback."""
from fastmcp.client import Client
captured_errors = []
def error_callback(error, context):
captured_errors.append(
{
"error_type": type(error).__name__,
"message": str(error),
"method": context.method,
}
)
error_handling_server.add_middleware(
ErrorHandlingMiddleware(error_callback=error_callback)
)
async with Client(error_handling_server) as client:
# Generate some errors
with pytest.raises(Exception):
await client.call_tool("failing_operation", {"error_type": "value"})
with pytest.raises(Exception):
await client.call_tool("failing_operation", {"error_type": "timeout"})
# Check that callback was called
assert len(captured_errors) == 2
assert captured_errors[0]["error_type"] == "ToolError"
assert captured_errors[1]["error_type"] == "ToolError"
assert all(error["method"] == "tools/call" for error in captured_errors)
async def test_error_handling_middleware_transform_errors(
self, error_handling_server
):
"""Test error transformation functionality."""
from fastmcp.client import Client
error_handling_server.add_middleware(
ErrorHandlingMiddleware(transform_errors=True)
)
async with Client(error_handling_server) as client:
# All errors should still be raised, but potentially transformed
with pytest.raises(Exception) as exc_info:
await client.call_tool("failing_operation", {"error_type": "value"})
# Error should still exist (may be wrapped by FastMCP)
assert exc_info.value is not None
class TestRetryMiddlewareIntegration:
"""Integration tests for retry middleware with real FastMCP server."""
async def test_retry_middleware_with_transient_failures(
self, error_handling_server, caplog
):
"""Test retry middleware with operations that have transient failures."""
from fastmcp.client import Client
# Configure retry middleware to retry connection errors
error_handling_server.add_middleware(
RetryMiddleware(
max_retries=3,
base_delay=0.01, # Very short delay for testing
retry_exceptions=(ConnectionError,),
)
)
with caplog.at_level(logging.WARNING):
async with Client(error_handling_server) as client:
# This operation fails intermittently - try several times
success_count = 0
for _ in range(5):
try:
await client.call_tool(
"intermittent_operation", {"fail_rate": 0.7}
)
success_count += 1
except Exception:
pass # Some failures expected even with retries
# Should have some retry log messages
# Note: Retry logs might not appear if the underlying errors are wrapped by FastMCP
# The key is that some operations should succeed due to retries
async def test_retry_middleware_with_permanent_failures(
self, error_handling_server
):
"""Test that retry middleware doesn't retry non-retryable errors."""
from fastmcp.client import Client
# Configure retry middleware for connection errors only
error_handling_server.add_middleware(
RetryMiddleware(
max_retries=3, base_delay=0.01, retry_exceptions=(ConnectionError,)
)
)
async with Client(error_handling_server) as client:
# Value errors should not be retried
with pytest.raises(Exception):
await client.call_tool("failing_operation", {"error_type": "value"})
# Should fail immediately without retries
async def test_combined_error_handling_and_retry_middleware(
self, error_handling_server, caplog
):
"""Test error handling and retry middleware working together."""
from fastmcp.client import Client
# Add both middleware
error_handling_server.add_middleware(ErrorHandlingMiddleware())
error_handling_server.add_middleware(
RetryMiddleware(
max_retries=2, base_delay=0.01, retry_exceptions=(ConnectionError,)
)
)
with caplog.at_level(logging.ERROR):
async with Client(error_handling_server) as client:
# Try intermittent operation
try:
await client.call_tool("intermittent_operation", {"fail_rate": 0.9})
except Exception:
pass # May still fail even with retries
# Try permanent failure
with pytest.raises(Exception):
await client.call_tool("failing_operation", {"error_type": "value"})
log_text = caplog.text
# Should have error logs from error handling middleware
assert "Error in tools/call:" in log_text
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